Overview
Brought to you by YData
Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 1472 |
| Missing cells | 7904 |
| Missing cells (%) | 6.6% |
| Total size in memory | 931.6 KiB |
| Average record size in memory | 648.1 B |
Variable types
| Numeric | 38 |
|---|---|
| Text | 43 |
LotFrontage has 259 (17.6%) missing values | Missing |
Alley has 1380 (93.8%) missing values | Missing |
MasVnrType has 881 (59.9%) missing values | Missing |
BsmtQual has 37 (2.5%) missing values | Missing |
BsmtCond has 37 (2.5%) missing values | Missing |
BsmtExposure has 38 (2.6%) missing values | Missing |
BsmtFinType1 has 37 (2.5%) missing values | Missing |
BsmtFinType2 has 38 (2.6%) missing values | Missing |
FireplaceQu has 698 (47.4%) missing values | Missing |
GarageType has 84 (5.7%) missing values | Missing |
GarageYrBlt has 84 (5.7%) missing values | Missing |
GarageFinish has 84 (5.7%) missing values | Missing |
GarageQual has 84 (5.7%) missing values | Missing |
GarageCond has 84 (5.7%) missing values | Missing |
PoolQC has 1465 (99.5%) missing values | Missing |
Fence has 1188 (80.7%) missing values | Missing |
MiscFeature has 1417 (96.3%) missing values | Missing |
MiscVal is highly skewed (γ1 = 24.04195078) | Skewed |
MasVnrArea has 870 (59.1%) zeros | Zeros |
BsmtFinSF1 has 472 (32.1%) zeros | Zeros |
BsmtFinSF2 has 1302 (88.5%) zeros | Zeros |
BsmtUnfSF has 120 (8.2%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
2ndFlrSF has 837 (56.9%) zeros | Zeros |
LowQualFinSF has 1446 (98.2%) zeros | Zeros |
BsmtFullBath has 862 (58.6%) zeros | Zeros |
BsmtHalfBath has 1390 (94.4%) zeros | Zeros |
HalfBath has 921 (62.6%) zeros | Zeros |
Fireplaces has 698 (47.4%) zeros | Zeros |
GarageCars has 84 (5.7%) zeros | Zeros |
GarageArea has 84 (5.7%) zeros | Zeros |
WoodDeckSF has 767 (52.1%) zeros | Zeros |
OpenPorchSF has 659 (44.8%) zeros | Zeros |
EnclosedPorch has 1263 (85.8%) zeros | Zeros |
3SsnPorch has 1448 (98.4%) zeros | Zeros |
ScreenPorch has 1356 (92.1%) zeros | Zeros |
PoolArea has 1465 (99.5%) zeros | Zeros |
MiscVal has 1419 (96.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-07 22:28:35.825215 |
|---|---|
| Analysis finished | 2025-02-07 22:28:37.509255 |
| Duration | 1.68 second |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Id
Real number (ℝ)
| Distinct | 1460 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 736.4021739 |
| Minimum | 1 |
|---|---|
| Maximum | 1460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.6 KiB |